CGNM: Cluster Gauss-Newton Method

Find multiple solutions of a nonlinear least squares problem. Cluster Gauss-Newton method does not assume uniqueness of the solution of the nonlinear least squares problem and compute multiple minimizers. Please cite the following paper when this software is used in your research: Aoki et al. (2020) <doi:10.1007/s11081-020-09571-2>. Cluster Gauss–Newton method. Optimization and Engineering, 1-31. Please cite the following paper when profile likelihood plot is drawn with this software and used in your research: Aoki and Sugiyama (2024) <doi:10.1002/psp4.13055>. Cluster Gauss-Newton method for a quick approximation of profile likelihood: With application to physiologically-based pharmacokinetic models. CPT Pharmacometrics Syst Pharmacol.13(1):54-67.

Package details

AuthorYasunori Aoki
MaintainerYasunori Aoki <yaoki@uwaterloo.ca>
LicenseMIT + file LICENSE
Version0.9.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("CGNM")

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CGNM documentation built on June 22, 2024, 10:50 a.m.